{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "b6f09437",
   "metadata": {},
   "source": [
    "## 实践：宿舍人脸识别门禁系统\n",
    "> 1. 创建FaceSet\n",
    "> 1. 查询FaceSet\n",
    "> 1. 存入face_token数据\n",
    "> 1. 获取FaceSet信息数据\n",
    "> 1. 人脸搜索\n",
    "> 1. 人脸对比\n",
    "### 1. 创建FaceSet\n",
    "* 描述\n",
    "> 1. 创建一个人脸的集合 FaceSet，用于存储人脸标识 face_token。一个 FaceSet 能够存储10000个 face_token。\n",
    "> 1. 试用API Key可以创建1000个FaceSet，正式API Key可以创建10000个FaceSet。\n",
    "* 调用URL\n",
    "> https://api-cn.faceplusplus.com/facepp/v3/faceset/create\n",
    "* 调用方法\n",
    "> POST\n",
    "* 请求参数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4b5d96fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3f503d2b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>是否必选</th>\n",
       "      <th>参数名</th>\n",
       "      <th>类型</th>\n",
       "      <th>参数说明</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>必选</td>\n",
       "      <td>api_key</td>\n",
       "      <td>String</td>\n",
       "      <td>调用此 API 的 API Key</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>必选</td>\n",
       "      <td>api_secret</td>\n",
       "      <td>String</td>\n",
       "      <td>调用此 API 的 API Secret</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>可选</td>\n",
       "      <td>display_name</td>\n",
       "      <td>String</td>\n",
       "      <td>人脸集合的名字，最长256个字符，不能包括字符^@,&amp;=*'\"</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>可选</td>\n",
       "      <td>outer_id</td>\n",
       "      <td>String</td>\n",
       "      <td>账号下全局唯一的 FaceSet 自定义标识，可以用来管理 FaceSet 对象。最长255...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>可选</td>\n",
       "      <td>tags</td>\n",
       "      <td>String</td>\n",
       "      <td>FaceSet 自定义标签组成的字符串，用来对 FaceSet 分组。最长255个字符，多个...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>可选</td>\n",
       "      <td>face_tokens</td>\n",
       "      <td>String</td>\n",
       "      <td>人脸标识 face_token，可以是一个或者多个，用逗号分隔。最多不超过5个 face_t...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>可选</td>\n",
       "      <td>user_data</td>\n",
       "      <td>String</td>\n",
       "      <td>自定义用户信息，不大于16 KB，不能包括字符^@,&amp;=*'\"</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>可选</td>\n",
       "      <td>force_merge</td>\n",
       "      <td>Int</td>\n",
       "      <td>在传入 outer_id 的情况下，如果 outer_id 已经存在，是否将 face_to...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  是否必选           参数名      类型  \\\n",
       "0   必选       api_key  String   \n",
       "1   必选    api_secret  String   \n",
       "2   可选  display_name  String   \n",
       "3   可选      outer_id  String   \n",
       "4   可选          tags  String   \n",
       "5   可选   face_tokens  String   \n",
       "6   可选     user_data  String   \n",
       "7   可选   force_merge     Int   \n",
       "\n",
       "                                                参数说明  \n",
       "0                                  调用此 API 的 API Key  \n",
       "1                               调用此 API 的 API Secret  \n",
       "2                    人脸集合的名字，最长256个字符，不能包括字符^@,&=*'\"  \n",
       "3  账号下全局唯一的 FaceSet 自定义标识，可以用来管理 FaceSet 对象。最长255...  \n",
       "4  FaceSet 自定义标签组成的字符串，用来对 FaceSet 分组。最长255个字符，多个...  \n",
       "5  人脸标识 face_token，可以是一个或者多个，用逗号分隔。最多不超过5个 face_t...  \n",
       "6                    自定义用户信息，不大于16 KB，不能包括字符^@,&=*'\"  \n",
       "7  在传入 outer_id 的情况下，如果 outer_id 已经存在，是否将 face_to...  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.read_html(\"\"\"<div class=\"table-wrap\"><table class=\"wrapped confluenceTable\"><colgroup><col><col><col><col></colgroup><tbody><tr><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">是否必选</span></p></th><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">参数名</span></p></th><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">类型</span></p></th><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">参数说明</span></p></th></tr><tr><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">必选</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">api_key</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">String</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">调用此 API 的 API Key</span></p></td></tr><tr><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">必选</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">api_secret</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">String</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">调用此 API 的 API Secret</span></p></td></tr><tr><td class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">可选</span></td><td class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">display_name</span></td><td class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">String</span></td><td class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">人脸集合的名字，最长<span class=\"inline-comment-marker\" data-ref=\"9f098728-ac30-41a2-aab6-05b79f8a7d2e\">256</span>个字符，不能包括字符^@,&=*'\"</span></td></tr><tr><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">可选</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">outer_id</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">String</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">账号下全局唯一的 FaceSet 自定义标识，可以用来管理 FaceSet 对象。最长255个字符，<span class=\"inline-comment-marker\" data-ref=\"63fc0fd1-cd44-4256-bab5-971a939d66e2\"><span class=\"inline-comment-marker\" data-ref=\"183dcb11-c22c-47f4-aa9c-2ba6f3c8210c\">不能包括字符^@,&=*'\"</span></span></span></td></tr><tr><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">可选</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">tags</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">String</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">FaceSet 自定义标签组成的字符串，用来对 FaceSet 分组。最长<span class=\"inline-comment-marker\" data-ref=\"1be760b6-f20d-4ff3-a086-b7f763abd84d\">255</span>个字符，多个 tag 用逗号分隔，每个 tag 不能包括字符^@,&=*'\"</span></td></tr><tr><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">可选</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">face_tokens</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">String</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">人脸标识 face_token，可以是一个或者多个，用逗号分隔。最多不超过5个 face_token</span></p></td></tr><tr><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">可选</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">user_data</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">String</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">自定义用户信息，不大于<span class=\"inline-comment-marker\" data-ref=\"f9edadb1-691d-4d80-933e-909096780f61\">16 KB，不能包括字符^@,&=*'\"</span></span></td></tr><tr><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">可选</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">force_merge</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">Int</span></td><td colspan=\"1\" class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">在传入 outer_id 的情况下，如果 outer_id 已经存在，是否将 face_token 加入已经存在的 FaceSet 中</span></p><p><span style=\"color: rgb(0,0,0);\">0：不将 face_tokens 加入已存在的 FaceSet 中，直接返回 FACESET_EXIST 错误</span></p><p><span style=\"color: rgb(0,0,0);\">1：将 face_tokens 加入已存在的 FaceSet 中</span></p><p><span style=\"color: rgb(0,0,0);\">默认值为0</span></p></td></tr></tbody></table></div>\"\"\")[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "5a8815d5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# A-0 准备工作\n",
    "import requests\n",
    "API_KEY = 'klsjAb3laLyeLzoud0XphWdrtkWn96Tj'\n",
    "API_S = '7C2OwuO1Nb-pmLYAZi0wWWjCVVf-Ms2h'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a09ea473",
   "metadata": {},
   "outputs": [],
   "source": [
    "# A-1 创建人脸数据集合\n",
    "FaceSet_url = \"https://api-cn.faceplusplus.com/facepp/v3/faceset/create\"\n",
    "payload = {\n",
    "    \"api_key\":API_KEY,\n",
    "    \"api_secret\":API_S\n",
    "}\n",
    "r = requests.post(url = FaceSet_url, params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "20661e51",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "67629588",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'faceset_token': '3c3bc2e8001819f65f1fffe972ce3011',\n",
       " 'time_used': 158,\n",
       " 'face_count': 0,\n",
       " 'face_added': 0,\n",
       " 'request_id': '1648118130,c5f51806-2d48-467d-8c26-0e389b928cb5',\n",
       " 'outer_id': '',\n",
       " 'failure_detail': []}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "d7b98f56",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'3c3bc2e8001819f65f1fffe972ce3011'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "faceset_token = r.json()['faceset_token']\n",
    "faceset_token"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5c059cec",
   "metadata": {},
   "source": [
    "### 2. 查询FaceSet\n",
    "* 描述\n",
    "> 1.获取一个 FaceSet 的所有信息，包括此 FaceSet 的 faceset_token, outer_id, display_name 的信息，以及此 FaceSet 中存放的 face_token 数量与列表。\n",
    "> 2.注意：2017年8月16日后，调用本接口将不会一次性返回全部的 face_token 列表。单次查询最多返回 100 个 face_token。如需获取全量数据，需要配合使用 start 和 next 参数。请尽快修改调整您的程序\n",
    "* 调用url\n",
    "> https://api-cn.faceplusplus.com/facepp/v3/faceset/getdetail\n",
    "* 调用方法\n",
    "> POST\n",
    "* 调用参数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "cd3d5744",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>是否必选</th>\n",
       "      <th>参数名</th>\n",
       "      <th>类型</th>\n",
       "      <th>参数说明</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>必选</td>\n",
       "      <td>api_key</td>\n",
       "      <td>String</td>\n",
       "      <td>调用此API的API Key</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>必选</td>\n",
       "      <td>api_secret</td>\n",
       "      <td>String</td>\n",
       "      <td>调用此API的API Secret</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>必选(二选一)</td>\n",
       "      <td>faceset_token</td>\n",
       "      <td>String</td>\n",
       "      <td>FaceSet的标识</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>必选(二选一)</td>\n",
       "      <td>outer_id</td>\n",
       "      <td>String</td>\n",
       "      <td>用户提供的FaceSet标识</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>可选（2017年8月16日起可使用）</td>\n",
       "      <td>start</td>\n",
       "      <td>Int</td>\n",
       "      <td>一个数字 n，表示开始返回的 face_token 在本 FaceSet 中的序号， n 是...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 是否必选            参数名      类型  \\\n",
       "0                  必选        api_key  String   \n",
       "1                  必选     api_secret  String   \n",
       "2             必选(二选一)  faceset_token  String   \n",
       "3             必选(二选一)       outer_id  String   \n",
       "4  可选（2017年8月16日起可使用）          start     Int   \n",
       "\n",
       "                                                参数说明  \n",
       "0                                     调用此API的API Key  \n",
       "1                                  调用此API的API Secret  \n",
       "2                                         FaceSet的标识  \n",
       "3                                     用户提供的FaceSet标识  \n",
       "4  一个数字 n，表示开始返回的 face_token 在本 FaceSet 中的序号， n 是...  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.read_html(\"\"\"<div class=\"table-wrap\"><table class=\"wrapped confluenceTable\"><colgroup><col><col><col><col></colgroup><tbody><tr><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">是否必选</span></p></th><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">参数名</span></p></th><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">类型</span></p></th><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">参数说明</span></p></th></tr><tr><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">必选</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">api_key</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">String</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">调用此API的API Key</span></p></td></tr><tr><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">必选</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">api_secret</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">String</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">调用此API的API Secret</span></p></td></tr><tr><td rowspan=\"2\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">必选(二选一)</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">faceset_token</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">String</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">FaceSet的标识</span></td></tr><tr><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">outer_id</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">String</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">用户提供的FaceSet标识</span></td></tr><tr><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">可选</span></p><p><span style=\"color: rgb(0,0,0);\">（2017年8月16日起可使用）</span></p></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">start</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">Int</span></td><td colspan=\"1\" class=\"confluenceTd\"><p class=\"p1\"><span style=\"color: rgb(0,0,0);\">一个数字 n，表示开始返回的 face_token 在本 FaceSet 中的序号， n 是 [1,10000] 间的一个整数。 </span></p><p class=\"p1\"><span style=\"color: rgb(0,0,0);\">通过传入数字 n，可以控制本 API 从第 n 个 <span class=\"s1\">face_token </span>开始返回。返回的 face_token 按照创建时间排序，每次返回 <span class=\"s1\">100 </span>个 <span class=\"s1\">face_token</span>。</span></p><p class=\"p1\"><span style=\"color: rgb(0,0,0);\">默认值为 1。</span></p><p class=\"p1\"><span style=\"color: rgb(0,0,0);\">您可以输入上一次请求本 API 返回的 next 值，用以获得接下来的 100 个 face_token。</span></p></td></tr></tbody></table></div>\"\"\")[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "5705901d",
   "metadata": {},
   "outputs": [],
   "source": [
    "getdetail_url = \"https://api-cn.faceplusplus.com/facepp/v3/faceset/getdetail\"\n",
    "payload = {\n",
    "    'api_key':API_KEY,\n",
    "    'api_secret':API_S,\n",
    "    'faceset_token':faceset_token\n",
    "}\n",
    "r = requests.post(url = getdetail_url, params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "bdbe1500",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "c0f34117",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'faceset_token': '3c3bc2e8001819f65f1fffe972ce3011',\n",
       " 'tags': '',\n",
       " 'time_used': 101,\n",
       " 'user_data': '',\n",
       " 'display_name': '',\n",
       " 'face_tokens': [],\n",
       " 'face_count': 0,\n",
       " 'request_id': '1648118343,069fd227-460e-440d-8510-46f39901051b',\n",
       " 'outer_id': ''}"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2ef60d6e",
   "metadata": {},
   "source": [
    "### 3. 更新人脸库信息"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "5c2e9168",
   "metadata": {},
   "outputs": [],
   "source": [
    "# C-1\n",
    "update_FaceSet_url = \"https://api-cn.faceplusplus.com/facepp/v3/faceset/update\"\n",
    "payload = {\n",
    "    'api_key':API_KEY,\n",
    "    'api_secret':API_S,\n",
    "    'faceset_token':faceset_token,\n",
    "    'new_outer_id':'API020305',\n",
    "    'display_name':'2020级网新API周二上午班',\n",
    "    'user_data':'59人',\n",
    "    'tags':''\n",
    "}\n",
    "r = requests.post(url = update_FaceSet_url, params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "790e86e1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "a5a34cf2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'faceset_token': '3c3bc2e8001819f65f1fffe972ce3011',\n",
       " 'request_id': '1648118453,2f63f046-5746-40e0-8259-d35a486c607a',\n",
       " 'time_used': 86,\n",
       " 'outer_id': 'API020305'}"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e45202d6",
   "metadata": {},
   "source": [
    "### 4. 获取所有的FaceSet集合"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "6ab606cb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# D-1\n",
    "getfacesets_url = \"https://api-cn.faceplusplus.com/facepp/v3/faceset/getfacesets\"\n",
    "payload = {\n",
    "    'api_key':API_KEY,\n",
    "    'api_secret':API_S,\n",
    "}\n",
    "r = requests.post(url = getfacesets_url, params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "6271f7e0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'time_used': 78,\n",
       " 'facesets': [{'faceset_token': 'e78da5d7e2481560be4e9fadb387789b',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '741dd6bd2549ee9dcc671f4b96d766ba',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '3c3bc2e8001819f65f1fffe972ce3011',\n",
       "   'outer_id': 'API020305',\n",
       "   'display_name': '2020级网新API周二上午班',\n",
       "   'tags': ''}],\n",
       " 'request_id': '1648118503,f82294d4-29ed-4513-b4ec-88657ef76995'}"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6e2abc6d",
   "metadata": {},
   "source": [
    "## 2. 实现所有人脸功能的应用\n",
    "### 1. 实现人脸检测获取face_token"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "9d76e9d0",
   "metadata": {},
   "outputs": [],
   "source": [
    "import detect"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "c6e40be2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on module detect:\n",
      "\n",
      "NAME\n",
      "    detect\n",
      "\n",
      "FUNCTIONS\n",
      "    face_detect(API_key, API_sercret, image_path)\n",
      "        该函数为调用face++ face_detect接口\n",
      "\n",
      "FILE\n",
      "    c:\\users\\jyy\\2022_api\\week04\\detect.py\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(detect)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "e9c3afe0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'request_id': '1648118570,135d0140-ae15-4b38-a1f3-e7df6b730019',\n",
       " 'time_used': 94,\n",
       " 'faces': [{'face_token': 'adad0155c547e276c6ff6cd050cb938f',\n",
       "   'face_rectangle': {'top': 98, 'left': 164, 'width': 118, 'height': 118}}],\n",
       " 'image_id': 'fwD9nHfTb9s3JIGwQOQmSA==',\n",
       " 'face_num': 1}"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "detect.face_detect(API_KEY,API_S,'Liu_01.jpeg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f20759e7",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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